Paper Citation Record · LEDGER

Chain-of-Thought for Large Language Model-empowered Wireless Communications

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 6 inbound Pith citation observations for arXiv:2505.22320.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.22320 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:15:20.155944Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:16:15.009546Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-12T05:51:26.260756Z

Reference resolution

15 of 15 outbound references displayed

verified exact1
verified fuzzy12
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cfeaf5bf-2da0-4f3d-8dbf-6739f8455b87 · outbound

This paper cites Large Language Model-Based Wireless Network Design,.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Large Language Model-Based Wireless Network Design,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:23.065812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2a24041-7fdb-4a77-a995-95062e6e4435 · outbound

This paper cites Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities,.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:22.820721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fb57f483-cc53-428b-a6a7-c724e20d14da · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models,.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Chain-of-Thought Prompting Elicits Reasoning in Large Language Models,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:22.429169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 89d0ff9b-4abb-4081-9e3c-1419e3a7b1cc · outbound

This paper cites Graph of Thoughts: Solving Elaborate Problems with Large Language Models,.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Graph of Thoughts: Solving Elaborate Problems with Large Language Models,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:22.136605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9a94d873-63d5-4331-9c81-ebe86856885f · outbound

This paper cites Wireless Hallucination in Generative AI-enabled Communications: Concepts, Issues, and Solutions.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Wireless Hallucination in Generative AI-enabled Communications: Concepts, Issues, and Solutions

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:19.351813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ce4aad3-42c4-4c08-8a3f-0990d7fc24be · outbound

This paper cites Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs,.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:21.789419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 09c6268d-ec36-41c2-9a2e-b8c1184fee4c · outbound

This paper cites Large Language Models Are Zero-Shot Reasoners,.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Large Language Models Are Zero-Shot Reasoners,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:21.531035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 222553ee-479b-45ed-b713-d73176021707 · outbound

This paper cites Automatic chain of thought prompting in large language models,.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Automatic chain of thought prompting in large language models,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:21.325522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 91210693-e91e-4e08-a396-ccf4a1ec18fa · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models,.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Self-Consistency Improves Chain of Thought Reasoning in Language Models,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:21.125944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c9b3a1ff-050e-484c-a6b9-0400da411633 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models,.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Tree of Thoughts: Deliberate Problem Solving with Large Language Models,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:20.967089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 02448147-7fe1-4d41-ac03-9dd7314345cb · outbound

This paper cites SCoTT: Strategic Chain-of-Thought Tasking for Wireless-Aware Robot Navigation in Digital Twins.

Chain-of-Thought for Large Language Model-empowered Wireless Communications SCoTT: Strategic Chain-of-Thought Tasking for Wireless-Aware Robot Navigation in Digital Twins

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:15:20.398957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ad090101-5430-4db1-89fb-d093eeb6d4fb · outbound

This paper cites Large Language Models for Wireless Networks: An Overview from the Prompt Engineering Perspective,.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Large Language Models for Wireless Networks: An Overview from the Prompt Engineering Perspective,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:20.845989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 72805298-d76e-4300-86b7-0d05a609bf20 · outbound

This paper cites Rethinking Generative Semantic Communication for Multi-User Systems with Large Language Models.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Rethinking Generative Semantic Communication for Multi-User Systems with Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:15:19.982214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5da471b8-18b9-479d-9fca-982868ffc8ac · outbound

This paper cites Large Language Models Empower Multimodal Integrated Sensing and Communication,.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Large Language Models Empower Multimodal Integrated Sensing and Communication,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:20.727299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5a0ca61d-45bc-489d-88e0-b9a3be31b237 · outbound

This paper cites Evolving Chain-of-Thought And Automatic Text Annotation Based Intent Classification Method for Wireless Network,.

Chain-of-Thought for Large Language Model-empowered Wireless Communications Evolving Chain-of-Thought And Automatic Text Annotation Based Intent Classification Method for Wireless Network,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:15:20.608649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 5f8f994e-d582-47dd-b0a2-bd970c44f9f6 · inbound

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration cites this paper.

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration Chain-of-Thought for Large Language Model-empowered Wireless Communications

Reference 174

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:15.009546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af8526dd-2f7d-451b-8fdf-e2342e99e6fa · inbound

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions cites this paper.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Chain-of-Thought for Large Language Model-empowered Wireless Communications

Reference 143

Resolution: unresolved; no resolver link, observed 2026-08-05T16:20:59.740970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca872e81-40b9-4e47-8d97-a45366a9b0a0 · inbound

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial cites this paper.

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial Chain-of-Thought for Large Language Model-empowered Wireless Communications

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T04:50:31.626703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29bf750a-603b-4246-a8b3-06b5522a1ca5 · inbound

AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives cites this paper.

AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives Chain-of-Thought for Large Language Model-empowered Wireless Communications

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T19:34:22.822658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fe499ec-5ed9-4b0e-9f9b-0c90c8c6cefa · inbound

Agentic AI for ISAC: Analysis, Framework, and Case Study cites this paper.

Agentic AI for ISAC: Analysis, Framework, and Case Study Chain-of-Thought for Large Language Model-empowered Wireless Communications

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T15:58:27.306244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae69836d-e1ac-4f3f-8877-49f73b0655e3 · inbound

Chain-of-Thought Reasoning Enhances In-Context Learning for LLM-Based Mobile Traffic Prediction cites this paper.

Chain-of-Thought Reasoning Enhances In-Context Learning for LLM-Based Mobile Traffic Prediction Chain-of-Thought for Large Language Model-empowered Wireless Communications

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:51:26.263450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.